Triple

T12522320
Position Surface form Disambiguated ID Type / Status
Subject Wheatbelt region E299347 entity
Predicate governedBy P46 FINISHED
Object Wheatbelt Development Commission
The Wheatbelt Development Commission is a Western Australian government agency responsible for promoting economic and regional development across the state's Wheatbelt region.
 E986594 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Wheatbelt Development Commission | Statement: [Wheatbelt region, governedBy, Wheatbelt Development Commission]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wheatbelt Development Commission
Context triple: [Wheatbelt region, governedBy, Wheatbelt Development Commission]
  • A. Department of Primary Industries and Regional Development of Western Australia
    The Department of Primary Industries and Regional Development of Western Australia is a state government agency responsible for managing and supporting Western Australia’s agriculture, fisheries, and regional development sectors.
  • B. Government of Western Australia
    The Government of Western Australia is the state-level governing authority responsible for administering public policy, services, and legislation within the Australian state of Western Australia.
  • C. Shire of Broome
    The Shire of Broome is a local government area in the Kimberley region of Western Australia, encompassing the town of Broome and surrounding communities.
  • D. Shire of East Pilbara
    The Shire of East Pilbara is a vast local government area in Western Australia that encompasses much of the mineral-rich Pilbara region, including remote communities and major mining operations.
  • E. Shire of Wyndham-East Kimberley
    The Shire of Wyndham-East Kimberley is a large local government area in the far north of Western Australia, encompassing the towns of Wyndham and Kununurra and much of the remote Kimberley region.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Wheatbelt Development Commission
Triple: [Wheatbelt region, governedBy, Wheatbelt Development Commission]
Generated description
The Wheatbelt Development Commission is a Western Australian government agency responsible for promoting economic and regional development across the state's Wheatbelt region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wheatbelt Development Commission
Target entity description: The Wheatbelt Development Commission is a Western Australian government agency responsible for promoting economic and regional development across the state's Wheatbelt region.
  • A. Department of Primary Industries and Regional Development of Western Australia
    The Department of Primary Industries and Regional Development of Western Australia is a state government agency responsible for managing and supporting Western Australia’s agriculture, fisheries, and regional development sectors.
  • B. Government of Western Australia
    The Government of Western Australia is the state-level governing authority responsible for administering public policy, services, and legislation within the Australian state of Western Australia.
  • C. Shire of Broome
    The Shire of Broome is a local government area in the Kimberley region of Western Australia, encompassing the town of Broome and surrounding communities.
  • D. Shire of East Pilbara
    The Shire of East Pilbara is a vast local government area in Western Australia that encompasses much of the mineral-rich Pilbara region, including remote communities and major mining operations.
  • E. Shire of Wyndham-East Kimberley
    The Shire of Wyndham-East Kimberley is a large local government area in the far north of Western Australia, encompassing the towns of Wyndham and Kununurra and much of the remote Kimberley region.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9545c2aa081908e8a5a94d30e23eb completed April 10, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bc159c88190835fea5c0d9ee799 completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64def9a6081908c3048f948829051 completed May 2, 2026, 7:18 p.m.
NED2 Entity disambiguation (via description) batch_69f64ea1719c8190b91ffaab60db25ad completed May 2, 2026, 7:21 p.m.
Created at: April 8, 2026, 9:57 p.m.